AILYZE: AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text. TeamRetro: Purpose-built online tool for running agile retrospectives, team health checks, and planning poker with AI-assisted idea grouping and summaries. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and TeamRetro when conducting recurring team health checks to track morale and agile maturity matters most. Run both through a week of actual calls to see which suits your workflow.
AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text.
Purpose-built online tool for running agile retrospectives, team health checks, and planning poker with AI-assisted idea grouping and summaries.
AILYZE is a web-based AI platform for qualitative data analysis, built primarily for researchers, academics, and organizations working with unstructured data. Beyond analyzing uploaded text, it offers an AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages, capturing participant responses and automatically transcribing them. Users can also upload audio and video files (such as MP3, WAV, MP4, and AVI) for transcription, after which the transcripts can be analyzed alongside documents. Once data is captured, AILYZE applies AI-driven thematic analysis, content and frequency analysis, cross-segment comparison, summarization, and a chat-with-your-document feature, producing reports and visualizations. It accepts documents (PDF, DOCX) and spreadsheets (XLSX, CSV) and supports 100+ languages, including colloquial dialects. The product emphasizes data security, stating uploaded data is encrypted and not used to train its models. It is used by academic researchers, universities, healthcare organizations, and non-profits, and is accessed entirely through the browser without local installation.
Best suited for
TeamRetro is a web-based platform designed specifically for agile teams to run structured retrospective meetings, team health checks, and estimation (planning poker) sessions. Rather than adapting a generic whiteboard, it provides a guided retrospective workflow with anonymous idea submission, dot voting, grouping, and action-item tracking carried forward between sessions. The tool ships with a large library of retrospective templates (such as Start/Stop/Continue, Sailboat, and 4Ls) and icebreakers, and includes recurring team health-check assessments that visualize how a team's agile maturity and sentiment trend over time. Its AI capabilities focus on the retro itself: automatically grouping similar cards into themes, generating discussion summaries when enabled, and producing icebreaker or custom health-check content from prompts, with organizations able to switch AI features on or off. TeamRetro integrates with tools like Jira, Trello, Microsoft Teams, and Slack so action items flow into existing workflows. It is delivered as a hosted SaaS product with a free trial and is used by teams ranging from startups to large enterprises looking to standardize and improve project retrospectives. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); TeamRetro is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | TeamRetro |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Action-item tracking carried across sessions |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Guided retrospective workflow with anonymous input, grouping, and dot voting |
| Team usage | AI thematic analysis with automated theme extraction and coding | AI-assisted automatic grouping of similar ideas into themes |
| Integrations | Content and frequency analysis across data segments | AI-generated retrospective summaries (when enabled by the organization) |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Recurring team health checks with trend and sentiment tracking over time |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Large library of retrospective templates and icebreaker activities |
AILYZE
Choose AILYZE if you need conducting and transcribing ai-led research interviews at scale — strengths include combines interview capture, transcription, and qualitative analysis in one web-based platform.
TeamRetro
Choose TeamRetro if you need running sprint or project retrospectives for distributed agile teams — strengths include purpose-built for retrospectives rather than a repurposed generic whiteboard.
AILYZE
TeamRetro
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while TeamRetro is strong for running sprint or project retrospectives for distributed agile teams. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and TeamRetro is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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